/Fall-2020-Deep-Learning

🕸 Some programming assignments about neural networks.

Primary LanguagePython

Fall-2020-Deep-Learning

  • Homework1: Neural Networks
    • Implementation of a classification neural nets towards MNIST dataset based on Numpy library.
  • Homework2: Convolutinoal Autoencoder
    • Implementation of a autoencoder based on PyTorch framework.
  • Homework3: CNN Implementation
    • Implementation of a convolutinoal neural network based on Numpy library, without using any deep learning framework.

Contact

Feel free to email me at khchen.me@gmail.com or open an issue here if you have any ideas.